{"id":"W7117233116","doi":"10.1093/annweh/wxaf074","title":"An introduction to BASIC Guide: human biomonitoring and surveillance of chemical exposure in occupational settings","year":2025,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Biomonitoring; Occupational exposure; Exposure assessment; Risk assessment; Operationalization; Occupational medicine; Human health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005019118,0.002019774,0.001263091,0.003409927,0.001043551,0.001961874,0.002820574,0.003850113,0.04071305],"category_scores_gemma":[0.008794396,0.001022089,0.0009540915,0.002397058,0.001215082,0.00210178,0.002008971,0.002765227,0.04674828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442526,"about_ca_system_score_gemma":0.005370887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00880449,"about_ca_topic_score_gemma":0.01527281,"domain_scores_codex":[0.9957601,0.001496966,0.0005270655,0.0003200331,0.001714669,0.0001811021],"domain_scores_gemma":[0.9927901,0.00273723,0.0005663518,0.000486546,0.003060812,0.000359031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009176625,0.0002193916,0.0007810284,0.001879251,0.00001474203,0.0002073706,0.0002327693,0.0006961034,0.003723909,0.004421078,0.7776331,0.2100994],"study_design_scores_gemma":[0.000009528029,0.0001409488,0.001059438,0.0004183225,0.00000605516,0.0002716315,0.00007292186,0.000140502,0.0005410099,0.001640465,0.9956807,0.0000184989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.006959395,0.08209605,0.3000622,0.08127813,0.03250353,0.01529618,0.07234675,0.02323671,0.3862211],"genre_scores_gemma":[0.01498587,0.08853665,0.3639951,0.05431713,0.00776232,0.01080597,0.06192558,0.002878169,0.3947931],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04071305,"threshold_uncertainty_score":0.1361987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167129971503596,"score_gpt":0.361869829161686,"score_spread":0.3301985294466501,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}